Yuxuan Xia
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Ano
Poisson multi-Bernoulli mixture trackers: continuity through random finite sets of trajectories
K Granström, L Svensson, Y Xia, J Williams, ÁF García-Fernández
2018 21st International Conference on Information Fusion (FUSION), 2018
412018
Likelihood-based data association for extended object tracking using sampling methods
K Granström, L Svensson, S Reuter, Y Xia, M Fatemi
IEEE Transactions on Intelligent Vehicles 3 (1), 30-45, 2017
412017
Performance evaluation of multi-Bernoulli conjugate priors for multi-target filtering
Y Xia, K Granström, L Svensson, ÁF García-Fernández
2017 20th International Conference on Information Fusion (FUSION), 2017
392017
Gaussian implementation of the multi-Bernoulli mixture filter
ÁF García-Fernández, Y Xia, K Granström, L Svensson, JL Williams
2019 22nd International Conference on Information Fusion (FUSION), 2019
232019
Extended target Poisson multi-Bernoulli mixture trackers based on sets of trajectories
Y Xia, K Granström, L Svensson, ÁF García-Fernández, JL Williams
2019 22nd International Conference on Information Fusion (FUSION), 2019
192019
Trajectory Poisson multi-Bernoulli filters
ÁF García-Fernández, L Svensson, JL Williams, Y Xia, K Granström
IEEE Transactions on Signal Processing 68, 4933-4945, 2020
162020
Multi-scan implementation of the trajectory Poisson multi-Bernoulli mixture filter
Y Xia, K Granström, L Svensson, ÁF García-Fernández, JL Williams
Journal of Advances in Information Fusion 14 (2), 213-235, 2019
152019
An implementation of the Poisson multi-Bernoulli mixture trajectory filter via dual decomposition
Y Xia, K Granström, L Svensson, ÁF García-Fernández
2018 21st International Conference on Information Fusion (FUSION), 2018
152018
Poisson multi-Bernoulli mixtures for sets of trajectories
K Granström, L Svensson, Y Xia, J Williams, ÁF García-Fernández
arXiv preprint arXiv:1912.08718, 2019
122019
Poisson multi-Bernoulli approximations for multiple extended object filtering
Y Xia, K Granström, L Svensson, M Fatemi, ÁF García-Fernández, ...
IEEE Transactions on Aerospace and Electronic Systems, 2021
8*2021
Extended object tracking with automotive radar using learned structural measurement model
Y Xia, P Wang, K Berntorp, P Boufounos, PV Orlik, L Svensson, ...
2020 IEEE Radar Conference (RadarConf20), 2020
52020
Trajectory multi-Bernoulli filters for multi-target tracking based on sets of trajectories
ÁF García-Fernández, L Svensson, JL Williams, Y Xia, K Granström
2020 IEEE 23rd International Conference on Information Fusion (FUSION), 2020
52020
Extended object tracking using hierarchical truncation model with partial-view measurements
Y Xia, P Wang, K Berntorp, H Mansour, P Boufounos, PV Orlik
2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM), 2020
52020
Extended object tracking using hierarchical truncation measurement model with automotive radar
Y Xia, P Wang, K Berntorp, T Koike-Akino, H Mansour, M Pajovic, ...
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
52020
A Poisson multi-Bernoulli mixture filter for coexisting point and extended targets
ÁF García-Fernández, JL Williams, L Svensson, Y Xia
IEEE Transactions on Signal Processing 69, 2600-2610, 2021
42021
Learning-based extended object tracking using hierarchical truncation measurement model with automotive radar
Y Xia, P Wang, KOE Berntorp, L Svensson, K Granström, H Mansour, ...
IEEE Journal of Selected Topics in Signal Processing 15 (4), 1013-1029, 2021
42021
Spatiotemporal constraints for sets of trajectories with applications to PMBM densities
K Granström, L Svensson, Y Xia, ÁF García-Fernández, J Williams
2020 23rd International Conference on Information Fusion (FUSION), 2020
32020
Next generation multitarget trackers: random finite set methods vs transformer-based deep learning
J Pinto, G Hess, W Ljungbergh, Y Xia, L Svensson, H Wymeersch
2021 24th International Conference on Information Fusion (FUSION), 2021
22021
An uncertainty-aware performance measure for multi-object tracking
J Pinto, Y Xia, L Svensson, H Wymeersch
IEEE Signal Processing Letters 28, 1689-1693, 2021
12021
System and method for tracking expanded state of moving object with model geometry learning
P Wang, K Berntorp, Y Xia, H Mansour, P Boufounos, P Orlik
US Patent App. 16/939,250, 2021
2021
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